Data mining in the construction industry: Present status, opportunities, and future trends
H Yan, N Yang, Y Peng, Y Ren - Automation in Construction, 2020 - Elsevier
The construction industry is experiencing remarkable growth in the data generation. Data
mining (DM) from considerable amount of data in the construction industry has emerged as …
mining (DM) from considerable amount of data in the construction industry has emerged as …
A review of the applications of artificial intelligence and big data to buildings for energy-efficiency and a comfortable indoor living environment
MU Mehmood, D Chun, H Han, G Jeon, K Chen - Energy and buildings, 2019 - Elsevier
After decades of evolution and improvements, Artificial Intelligence (AI) is now taking root in
our daily lives, and is starting to profoundly influence the fields of architecture and …
our daily lives, and is starting to profoundly influence the fields of architecture and …
Data science for building energy management: A review
M Molina-Solana, M Ros, MD Ruiz… - … and Sustainable Energy …, 2017 - Elsevier
The energy consumption of residential and commercial buildings has risen steadily in recent
years, an increase largely due to their HVAC systems. Expected energy loads …
years, an increase largely due to their HVAC systems. Expected energy loads …
Stakeholder studies of green buildings: A literature review
Y Li, M Li, P Sang, PH Chen, C Li - Journal of Building Engineering, 2022 - Elsevier
Stakeholders' participation is an essential factor for the promotion of green building (GB)
industry and various research studies have been conducted in this area. This paper visually …
industry and various research studies have been conducted in this area. This paper visually …
Effects of climate change on variations in climatic zones and heating energy consumption of residential buildings in the southern Chile
Global climate change is changing meteorological parameters and climate zones for
building in different parts of the world, as well as changing energy consumption by …
building in different parts of the world, as well as changing energy consumption by …
A comparative review of building information modelling implementation in building and infrastructure industries
Rapid advances in building information modelling (BIM) offer new opportunities to improve
efficiency and effectiveness of the construction process and enhance the use of emerging …
efficiency and effectiveness of the construction process and enhance the use of emerging …
Integrating BIM and LiDAR for real-time construction quality control
In the construction process, real-time quality control and early defects detection are still the
most significant approach to reducing project schedule and cost overrun. Current …
most significant approach to reducing project schedule and cost overrun. Current …
Benchmarking construction waste management performance using big data
The waste generation rate (WGR) is usually used as a key performance indicator (KPI) to
benchmark construction waste management (CWM) performance, with a view to improving …
benchmark construction waste management (CWM) performance, with a view to improving …
Cost optimal and nearly zero energy building solutions for office buildings
European Union (EU) has established directives and guidelines that soon require building
industry to comply with nearly zero energy building (nZEB) targets in their daily work. This …
industry to comply with nearly zero energy building (nZEB) targets in their daily work. This …
Cost-benefit analysis of Building Information Modeling implementation in building projects through demystification of time-effort distribution curves
With a view to legitimizing the adoption of Building Information Modeling (BIM) in the
architecture, engineering, and construction (AEC) industry, researchers in recent years have …
architecture, engineering, and construction (AEC) industry, researchers in recent years have …